zhangyijia1979 Goto Github PK

aaai18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

annotated-semantic-relationships-datasets

Public and free annotated datasets of relationships between entities/nominals

aspem

Code and data for paper AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks

atnre

Adversarial Training for Neural Relation Extraction

att-chemprot

attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

bionlp_st_2011_supporting

Supporting resources and a replicable pipeline for the BioNLP Shared Task 2011 data

bran

Full abstract relation extraction from biological texts with bi-affine relation attention networks

bridgegap

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-nlp

CapsNet for NLP

capsule

A Capsule Implement with Pure Keras

cdrextraction

char-embeddings

A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras

cotype

CoType: Joint Entity and Relation Extraction with Knowledge Bases (WWW'17)

cpi_extraction

cwcf

Source code for paper Classification with Costly Features using Deep Reinforcement Learning.

dcnn_textvae

TensorFlow implementation of "Improved Variational Autoencoders for Text Modeling using Dilated Convolutions"

deeplearning4nlp-tutorial

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

ds_pcnns

emnlp2017-bilstm-cnn-crf

fasttext

Library for fast text representation and classification.

glove-gensim

Converting GloVe vectors into word2vec format for easy usage with Gensim

hetnetpy

Hetnets in Python (relocated from dhimmel/hetio)

hierarchical-rnns-model-for-ddi-extraction

hrl-re

Joint Relation Extraction with Hierarchical Reinforcement Learning

hybrid_textvae

TensorFlow implementation of "A Hybrid Convolutional Variational Autoencoder for Text Generation"

joint_learn_wordembedding